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A correction to make Chao estimator conservative when the number of sampling occasions is finite
Statistics & Probability Letters ( IF 0.8 ) Pub Date : 2021-05-12 , DOI: 10.1016/j.spl.2021.109154 Alessio Farcomeni , Francesco Dotto
中文翻译:
在采样次数有限的情况下进行校正以使Chao估计量变得保守
更新日期:2021-05-19
Statistics & Probability Letters ( IF 0.8 ) Pub Date : 2021-05-12 , DOI: 10.1016/j.spl.2021.109154 Alessio Farcomeni , Francesco Dotto
Chao estimator is not guaranteed to be asymptotically conservative with finite sampling efforts. A simple correction solves the issue. We illustrate with simulations and examples that the corrected Chao estimator is asymptotically conservative, and has lower standard error.
中文翻译:
在采样次数有限的情况下进行校正以使Chao估计量变得保守
不能通过有限的采样工作来保证Chao估计量的渐近保守性。一个简单的更正解决了这个问题。我们通过仿真和示例说明,校正后的Chao估计量是渐近保守的,并且具有较低的标准误差。